Triple

T231028
Position Surface form Disambiguated ID Type / Status
Subject Enquire Within Upon Everything E4410 entity
Predicate publisher P29 FINISHED
Object Houlston and Wright
Houlston and Wright was a 19th-century British publishing firm known for producing popular household and reference works.
 E29414 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: Houlston and Wright | Statement: [Enquire Within Upon Everything, publisher, Houlston and Wright]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07 
Target entity: Houlston and Wright
Context triple: [Enquire Within Upon Everything, publisher, Houlston and Wright]
  • A. Williams and Norgate
    Williams and Norgate was a British publishing firm active in the 19th and early 20th centuries, known for issuing scholarly, philosophical, and scientific works.
  • B. Lionel Hall
    Lionel Hall is an undergraduate dormitory building located within Harvard University's historic Harvard Yard.
  • C. Holabird & Roche
    Holabird & Roche was a prominent Chicago-based architectural firm known for its influential early skyscraper designs and major civic projects in the late 19th and early 20th centuries.
  • D. William Collins, Sons
    William Collins, Sons was a prominent Scottish publishing company known for its books, educational materials, and later integration into HarperCollins.
  • E. John Whitfield
    John Whitfield was the father of Louise Whitfield Carnegie, who became the wife of industrialist and philanthropist Andrew Carnegie.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: Houlston and Wright
Triple: [Enquire Within Upon Everything, publisher, Houlston and Wright]
Generated description
Houlston and Wright was a 19th-century British publishing firm known for producing popular household and reference works.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07 
Target entity: Houlston and Wright
Target entity description: Houlston and Wright was a 19th-century British publishing firm known for producing popular household and reference works.
  • A. Williams and Norgate
    Williams and Norgate was a British publishing firm active in the 19th and early 20th centuries, known for issuing scholarly, philosophical, and scientific works.
  • B. Lionel Hall
    Lionel Hall is an undergraduate dormitory building located within Harvard University's historic Harvard Yard.
  • C. Holabird & Roche
    Holabird & Roche was a prominent Chicago-based architectural firm known for its influential early skyscraper designs and major civic projects in the late 19th and early 20th centuries.
  • D. William Collins, Sons
    William Collins, Sons was a prominent Scottish publishing company known for its books, educational materials, and later integration into HarperCollins.
  • E. John Whitfield
    John Whitfield was the father of Louise Whitfield Carnegie, who became the wife of industrialist and philanthropist Andrew Carnegie.
  • F. None of above. chosen

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a257363ffc81909757bde7ab3404da completed Feb. 28, 2026, 2:47 a.m.
NER Named-entity recognition batch_69a25cadae1c8190be0e8dcf33351187 completed Feb. 28, 2026, 3:10 a.m.
NED1 Entity disambiguation (via context triple) batch_69a35ea461288190bf60a31e8e8ba976 completed Feb. 28, 2026, 9:31 p.m.
NEDg Description generation batch_69a35ef7d9148190a0fad8f4bf0de77f completed Feb. 28, 2026, 9:32 p.m.
NED2 Entity disambiguation (via description) batch_69a35f55ced08190ae7c6fce098602be completed Feb. 28, 2026, 9:34 p.m.
Created at: Feb. 28, 2026, 2:53 a.m.